skit_pipelines.components.retrain_slu_from_repo package

Submodules

skit_pipelines.components.retrain_slu_from_repo.comparision_report_generator module

comparison_classification_report(report1_path: str, report2_path: str, output_path: str)

comparison_confusion_report(latest_model_path: str, prod_model_path: str, output_path: str)

Module contents

retrain_slu_from_repo(*, s3_data_path: <kfp.components._python_op.InputPath object at 0x109746850>, custom_test_s3_data_path: <kfp.components._python_op.InputPath object at 0x10967a6d0>, annotated_job_data_path: <kfp.components._python_op.InputPath object at 0x1096fb640>, intent_alias_path: <kfp.components._python_op.InputPath object at 0x1096fb670>, bucket: str, repo_name: str, branch: str, remove_intents: str = '', use_previous_dataset: bool = True, train_split_percent: int = 85, stratify: bool = False, epochs: int = 10, initial_training: bool = False, labelstudio_project_ids: str = '', s3_paths: str = '', validate_setup: bool = False, customization_repo_name: str = '', customization_repo_branch: str = '', core_slu_repo_name: str = '', core_slu_repo_branch: str = '', comparison_classification_report_path: <kfp.components._python_op.OutputPath object at 0x1096fba60>, comparison_confusion_matrix_path: <kfp.components._python_op.OutputPath object at 0x1096fb4c0>) → str

retrain_slu_from_repo_op(s3_data: str, custom_test_s3_data: str, annotated_job_data: str, intent_alias: str, bucket: str, repo_name: str, branch: str, remove_intents: str = '', use_previous_dataset: bool = 'True', train_split_percent: int = '85', stratify: bool = 'False', epochs: int = '10', initial_training: bool = 'False', labelstudio_project_ids: str = '', s3_paths: str = '', validate_setup: bool = 'False', customization_repo_name: str = '', customization_repo_branch: str = '', core_slu_repo_name: str = '', core_slu_repo_branch: str = '')

Retrain slu from repo